Signal over panic
The job market is already stressful enough. The work here is to reduce noise, name what is actually changing, and avoid turning fear into a content strategy.
About
A labor-market site built to survive fact-checking
jobanxiety.ai tracks public hiring signals, verified layoff disclosures, and occupation data for readers who want something more durable than AI hype or reassurance.
The premise is simple. Public labor-market data exists, but most people encounter it through scattered dashboards, optimistic recruiting copy, or headlines that flatten everything into panic. This site tries to do the slower job: collect what can be sourced, label what cannot, and keep the reader oriented.
How the data works
- Collection from public ATS providers and company career endpoints.
- Company grouping by operating profile: Fortune 500, VC-backed, and high-revenue software businesses.
- Preference for current inventory, official disclosures, and auditable source trails over broad market storytelling.
Transparent collection
The data comes from public hiring surfaces, then gets grouped into categories ordinary people can actually understand.
Context without panic
The aim is to make the market more legible, not more frightening. When the evidence is thin, the site narrows its claims instead of reaching for drama.